@unpublished{sordoni2016iterative, author = {Sordoni, Alessandro and Bachman, Philip and Trischler, Adam and Bengio, Yoshua}, title = {Iterative Alternating Neural Attention for Machine Reading}, year = {2016}, month = {June}, abstract = {We propose a novel neural attention architecture to tackle machine comprehension tasks, such as answering Cloze-style queries with respect to a document. Unlike previous models, we do not collapse the query into a single vector, instead we deploy an iterative alternating attention mechanism that allows a fine-grained exploration of both the query and the document. Our model outperforms state-of-the-art baselines in standard machine comprehension benchmarks such as CNN news articles and the Children's Book Test (CBT) dataset.}, url = {http://approjects.co.za/?big=en-us/research/publication/iterative-alternating-neural-attention-for-machine-reading/}, }